基于Wilcoxon检测器的修正双模融合检测算法  

A Modified dual-mode Fusion Detection Algorithm Based on Wilcoxon Detector

作　　者：卢大威[1] 高彦钊[1] 张军[1] 

机构地区：[1]国防科学技术大学ATR重点实验室,湖南长沙410073

出　　处：《信号处理》2010年第7期980-984,共5页Journal of Signal Processing

基　　金：航空科学基金(No.20080188005);武器装备预研基金(No.9140A01060809KG0105)

摘　　要：针对双模复合制导中的融合检测问题,提出了一种修正的Wilcoxon检测器融合检测算法。通过对两局部统计量增加一个修正系数并使用修正的检验统计量进行判决,融合后系统的检测性能比传统Wilcoxon检测器融合检测算法有明显提高。文中给出了修正系数和融合检测器的虚警概率表达式,仿真结果表明,文中提出的算法使检测概率比传统Wilcoxon检测器略有下降,但虚警概率却大大降低,修正算法检测性能有很大改善,仿真结果还验证了修正系数和虚警概率关系的正确性。A modified Wilcoxon detector for dual-mode fusion detection algorithm is presented. Performance of traditional Wilcoxon detector is significantly improved by using the fusion test statistic,which multiplies an extra coefficient to the local statistics. The analytic relation between modified coefficient and false alarming probability is also proposed. Simulation reveals that the detection probability decrease a little while false alarming probability improves sharply. The result also validates the relation of modified coefficient and false alarming probability.

关 键 词：分布式检测 Wilcoxon检测器 信息融合 局部统计量 

分 类 号：TN911.71[电子电信—通信与信息系统]